Mathematics Asked by Mina Kay Nak on December 18, 2021
The following CDF,
begin{equation}
F_{y}(x) = 1- Big( frac{ (1-phi) x}{phi (k-1)}+1Big)^ {1-k} e^{- frac{x}{phi y}}
end{equation}
is approximated for $k rightarrow infty$ as follows
begin{equation}
F_{y}(x) approx 1- e^{- (frac{1-phi}{phi}+ frac{1}{phi y})x}
end{equation}
I would like to obtain the approximation and tried to apply L’Hopital’s rule (I am not sure whether it is the right approach) and I was not successful.
Can anyone guide me to find the approximation please? Thank you in advance.
We have that
$$left( frac{ (1-phi) x}{phi (k-1)}+1right)^ {1-k}=e^{(1-k)logleft( frac{ (1-phi) x}{phi (k-1)}+1right)}$$
and
$$(1-k)logleft( frac{ (1-phi) x}{phi (k-1)}+1right)=-frac{logleft( frac{ (1-phi) x}{phi (k-1)}+1right)}{frac 1{k-1}}=\=-frac{ (1-phi) x}{phi }frac{logleft( frac{ (1-phi) x}{phi (k-1)}+1right)}{frac{ (1-phi) x}{phi (k-1)}}to frac{ (1-phi) x}{phi }$$
since, by standard limits, as $t to 0$ we have $frac{log (1+t)}{t} to 1$.
Answered by user on December 18, 2021
Note that it suffices to approximate
$$left(1+frac{(phi-1)x/phi}{1-k}right)^{1-k}$$
by $e^{frac{(phi-1)x}{phi}}$.
With the substitution $n=1-k$ and $r=(phi-1)x/phi$, this follows immediately from the fact that
$$lim_{nto-infty}left(1+frac{r}{n}right)^n=e^r$$
You can prove this by L'Hospital applied to $frac{ln(1+rz^{-1})}{z^{-1}}$. Note that differentiation on top and bottom gives
$$frac{r}{1+rz^{-1}}$$
which tends to $r$ as $zto-infty$.
Answered by symplectomorphic on December 18, 2021
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